Update README.md

Author: czaloom

README.md

@@ -1,13 +1,16 @@
-# EmbeddedML for the STM32 Platform
-### Implementation of Embedded Machine Learning on the STM32 Platform
+# EmbeddedML
+### A Neural Network Library for Embedded "Edge" Devices
 
-This repository is aimed at promoting development solely on the STM32 (or similar platforms) for other development paths see the core EmbeddedML library. 
-
-**EmbeddedML** was first created to be an alternative to the limited options available for Artificial Neural Networks in C. It is designed to be efficient without sacrificing ease of use. It is meant to support students as well as industry experts and it is built to be expandable and straightforward to manipulate.
+**EmbeddedML** was first created to be an alternative to the limited options available for Artificial Neural Networks in C. It is designed to be efficient without sacrificing ease of use. It is meant to support students as well as industry experts as it is built to be expandable and straightforward to manipulate.
 
-## GETTING STARTED WITH SENSORTILE
+## EXAMPLES
+
+### GETTING STARTED 
+ - Two examples are provided to show how a simple application could use embeddedML in a learning task.
+	* XOR 
+	* XOR-AND 
 
-### Examples
+### SENSORTILE
  - Learning Orientation Based on Accelerometer Data
  * [Video](https://youtu.be/phoKZ6RlKD0) of performance on STM's SensorTile 
  - Learning the XOR-AND Gate
@@ -22,24 +25,20 @@ SensorTile: https://www.st.com/en/evaluation-tools/steval-stlkt01v1.html
 
 Then, there are Tutorials you may follow below that will prepare you for this introduction to Embedded ML
 
-Goto -> http://iot.ee.ucla.edu/UCLA-STMicro/index.php/Home
-
-or for a backup site
-
 Goto -> https://sites.google.com/view/ucla-stmicroelectronics-iot/home
 
 Then, follow Tutorials 1,2,3 and 5.
 
 These will allow you to run the SensorTile Examples.
 
 **Tutorial 1:** 
-Introduction to STMicroelectronics Development Environment and DataLog Project Example.
+N/A
 
 **Tutorial 2:** 
-Sensor System Signal Acquisition, Event Detection and Configuration
+N/A
 
 **Tutorial 3:** 
-Accelerometer Sensor Systems and Orientation and Event Detection
+N/A
 
 **Tutorial 5:** 
-SensorTile Firmware Programming
+N/A